nimrodfisher/data-analytics-skills

1

time-series-analysis Temporal pattern detection and forecasting. Use when analyzing trends over time, detecting seasonality, identifying a…

nimrodfisher/data-analytics-skills

240

2

executive-summary-generator Create concise executive summaries from detailed analysis. Use when preparing board decks, executive briefings, or co…

nimrodfisher/data-analytics-skills

214

3

dashboard-specification Design specifications for effective dashboards. Use when planning new dashboards, improving existing ones, or documen…

nimrodfisher/data-analytics-skills

208

4

funnel-analysis Conversion funnel analysis with drop-off investigation. Use when analyzing multi-step processes, identifying conversi…

nimrodfisher/data-analytics-skills

207

5

insight-synthesis Transform data findings into compelling insights. Use when converting analysis results into actionable insights, conn…

nimrodfisher/data-analytics-skills

201

6

programmatic-eda Systematic exploratory data analysis. Activate when a dataset needs profiling — structure check, nulls, outliers, dis…

nimrodfisher/data-analytics-skills

198

7

data-quality-audit Comprehensive data quality assessment against business rules, schema constraints, and freshness expectations. Activat…

nimrodfisher/data-analytics-skills

197

8

root-cause-investigation Systematic investigation of metric changes and anomalies. Use when a metric unexpectedly changes, investigating busin…

nimrodfisher/data-analytics-skills

196

9

metric-reconciliation Cross-source metric validation and discrepancy investigation. Use when metrics from different sources don't match, in…

nimrodfisher/data-analytics-skills

192

10

business-metrics-calculator Standard business metric calculation with industry benchmarks. Use when calculating SaaS metrics (MRR, churn, LTV, CA…

nimrodfisher/data-analytics-skills

186

11

segmentation-analysis Customer/user segmentation with actionable insights. Use when identifying distinct customer groups, analyzing segment…

nimrodfisher/data-analytics-skills

185

12

visualization-builder Create effective, publication-ready data visualizations. Use when choosing chart types, designing presentation visual…

nimrodfisher/data-analytics-skills

185

13

data-narrative-builder Build compelling data-driven narratives. Use when presenting analysis results, creating stakeholder reports, or trans…

nimrodfisher/data-analytics-skills

184

14

cohort-analysis Time-based cohort analysis with retention and behaviour tracking. Activate when you need to measure how groups of use…

nimrodfisher/data-analytics-skills

182

15

analysis-assumptions-log Track and document analytical assumptions and decisions. Use when making analytical choices, documenting trade-offs, …

nimrodfisher/data-analytics-skills

177

16

ab-test-analysis Rigorous A/B test statistical analysis. Use when analyzing experiment results, calculating statistical significance, …

nimrodfisher/data-analytics-skills

176

17

sql-to-business-logic Translate SQL queries into plain language business logic. Use when documenting queries, explaining analysis to non-te…

nimrodfisher/data-analytics-skills

176

18

analysis-planning Structure analysis approach before starting work. Use when receiving new analysis requests, breaking down complex que…

nimrodfisher/data-analytics-skills

175

19

data-catalog-entry Create standardized metadata for data assets. Use when documenting new datasets, building data catalogs, improving da…

nimrodfisher/data-analytics-skills

175

20

analysis-documentation Structured, reproducible analysis documentation. Use when documenting analysis findings, creating analysis notebooks,…

nimrodfisher/data-analytics-skills

174

21

technical-to-business-translator Translate technical analysis into business language. Use when explaining statistical concepts to non-analysts, simpli…

nimrodfisher/data-analytics-skills

174

22

analysis-qa-checklist Pre-delivery quality assurance for analysis work. Use when reviewing analysis before sharing with stakeholders, check…

nimrodfisher/data-analytics-skills

173

23

query-validation SQL query review for correctness, performance, and best practices. Activate when a query needs review before producti…

nimrodfisher/data-analytics-skills

173

24

impact-quantification Estimate and communicate business impact of insights. Use when sizing opportunities discovered in analysis, calculati…

nimrodfisher/data-analytics-skills

172

25

schema-mapper Database schema understanding and relationship mapping. Use when exploring unfamiliar databases, documenting table re…

nimrodfisher/data-analytics-skills

172

26

context-packager Efficiently package context for AI-assisted analysis. Use when preparing to work with Claude on analysis, organizing …

nimrodfisher/data-analytics-skills

171

27

methodology-explainer Explain analysis methodology to diverse audiences. Use when documenting 'how we did this' sections, building trust th…

nimrodfisher/data-analytics-skills

170

28

semantic-model-builder Build structured semantic layer documentation for metrics, dimensions, and entities. Activate when you need to define…

nimrodfisher/data-analytics-skills

170

29

stakeholder-requirements-gathering Structured requirements elicitation for analysis requests. Use when scoping new analysis projects, clarifying ambiguo…

nimrodfisher/data-analytics-skills

169

30

analysis-retrospective Post-analysis learning and process improvement. Use when completing major analysis projects, documenting lessons lear…

nimrodfisher/data-analytics-skills

166

31

peer-review-template Structured peer review for analytical work. Use when reviewing teammates' analysis, providing constructive feedback, …

nimrodfisher/data-analytics-skills

165